Matlab優(yōu)化工具箱課件

第09章Matlab優(yōu)化工具箱2023/1/2第09章Matlab優(yōu)化工具箱第09章Matlab優(yōu)化工具箱2022/12/18第09章M1ContentsWhatIstheOptimizationToolbox?LinearProgrammingBinaryIntegerProgrammingQuadraticProgrammingLinearSearchUnconstrainedOptimizationConstrainedNonlinearProgrammingMultiobjectiveprogrammingMinmaxproblemNonlinearequationssolvingLeastsquaresproblem第09章Matlab優(yōu)化工具箱ContentsWhatIstheOptimizati2WhatIstheOptimizationToolbox?TheOptimizationToolboxisacollectionoffunctionsthatextendthecapabilityoftheMATLAB?numericcomputingenvironment.Thetoolboxincludesroutinesformanytypesofoptimizationincluding:UnconstrainednonlinearminimizationConstrainednonlinearminimization,includinggoalattainmentproblems,minimaxproblems,andsemi-infiniteminimizationproblemsQuadraticandlinearprogrammingNonlinearleastsquaresandcurve-fittingNonlinearsystemofequationsolvingConstrainedlinearleastsquaresSparseandstructuredlarge-scaleproblems第09章Matlab優(yōu)化工具箱WhatIstheOptimizationToolb3Usefulfunctions(1)第09章Matlab優(yōu)化工具箱Usefulfunctions(1)第09章Matlab優(yōu)4Usefulfunctions(2)第09章Matlab優(yōu)化工具箱Usefulfunctions(2)第09章Matlab優(yōu)5Usefulfunctions(3)第09章Matlab優(yōu)化工具箱Usefulfunctions(3)第09章Matlab優(yōu)6LinearProgramming(1)第09章Matlab優(yōu)化工具箱LinearProgramming(1)第09章Matla7LinearProgramming(2)第09章Matlab優(yōu)化工具箱LinearProgramming(2)第09章Matla8BinaryIntegerProgramming(1)第09章Matlab優(yōu)化工具箱BinaryIntegerProgramming(1)第9BinaryIntegerProgramming(2)第09章Matlab優(yōu)化工具箱BinaryIntegerProgramming(2)第10QuadraticProgramming(1)第09章Matlab優(yōu)化工具箱QuadraticProgramming(1)第09章M11QuadraticProgramming(2)第09章Matlab優(yōu)化工具箱QuadraticProgramming(2)第09章M12QuadraticProgramming(3)第09章Matlab優(yōu)化工具箱QuadraticProgramming(3)第09章M13LinearSearch(1)第09章Matlab優(yōu)化工具箱LinearSearch(1)第09章Matlab優(yōu)化工具14LinearSearch(2)第09章Matlab優(yōu)化工具箱LinearSearch(2)第09章Matlab優(yōu)化工具15UnconstrainedOptimization(1)第09章Matlab優(yōu)化工具箱UnconstrainedOptimization(1)第16UnconstrainedOptimization(2)第09章Matlab優(yōu)化工具箱UnconstrainedOptimization(2)第17UnconstrainedOptimization(3)第09章Matlab優(yōu)化工具箱UnconstrainedOptimization(3)第18UnconstrainedOptimization(4)第09章Matlab優(yōu)化工具箱UnconstrainedOptimization(4)第19ConstrainedNonlinearProgramming(1)第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm20ConstrainedNonlinearProgramming(2)第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm21ConstrainedNonlinearProgramming(3)兩種求解方法：直接利用目標(biāo)函數(shù)與約束函數(shù)信息利用梯度信息第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm22ConstrainedNonlinearProgramming(4)第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm23ConstrainedNonlinearProgramming(5)第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm24ConstrainedNonlinearProgramming(6)第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm25Multiobjectiveprogramming(1)IdealPointmethodandweightedquadraticsummethodSolvingaleastsquareproblemwithfunction“l(fā)sqlin”or“l(fā)sqnonlin”WeightedlinearsummethodSolvingwithfunction“fgoalabtain”Min-maxmethodSolvingaminmaxproblemwithfunction“fminmax”第09章Matlab優(yōu)化工具箱Multiobjectiveprogramming(1)I26Multiobjectiveprogramming(2)第09章Matlab優(yōu)化工具箱Multiobjectiveprogramming(2)第27Multiobjectiveprogramming(3)第09章Matlab優(yōu)化工具箱Multiobjectiveprogramming(3)第28Multiobjectiveprogramming(4)Solveeachsingleobjectiveoptimizationproblemindividuallytogettheparameter“goal“;Solvethemultiobjectiveprogrammingproblembyusingfgoalabtain.第09章Matlab優(yōu)化工具箱Multiobjectiveprogramming(4)第29Multiobjectiveprogramming(5)第09章Matlab優(yōu)化工具箱Multiobjectiveprogramming(5)第30Minmaxproblem(1)第09章Matlab優(yōu)化工具箱Minmaxproblem(1)第09章Matlab優(yōu)化工31Minmaxproblem(2)第09章Matlab優(yōu)化工具箱Minmaxproblem(2)第09章Matlab優(yōu)化工32Minmaxproblem(3)第09章Matlab優(yōu)化工具箱Minmaxproblem(3)第09章Matlab優(yōu)化工33Nonlinearequationssolving(1)第09章Matlab優(yōu)化工具箱Nonlinearequationssolving(1)34Nonlinearequationssolving(2)第09章Matlab優(yōu)化工具箱Nonlinearequationssolving(2)35Nonlinearequationssolving(3)第09章Matlab優(yōu)化工具箱Nonlinearequationssolving(3)36Nonlinearequationssolving(4)第09章Matlab優(yōu)化工具箱Nonlinearequationssolving(4)37Nonlinearequationssolving(5)第09章Matlab優(yōu)化工具箱Nonlinearequationssolving(5)38Leastsquaresproblem(1)第09章Matlab優(yōu)化工具箱Leastsquaresproblem(1)第09章Ma39演講完畢，謝謝聽講!再見，seeyouagain3rew2023/1/2第09章Matlab優(yōu)化工具箱演講完畢，謝謝聽講!再見，seeyouagain3rew40第09章Matlab優(yōu)化工具箱2023/1/2第09章Matlab優(yōu)化工具箱第09章Matlab優(yōu)化工具箱2022/12/18第09章M41ContentsWhatIstheOptimizationToolbox?LinearProgrammingBinaryIntegerProgrammingQuadraticProgrammingLinearSearchUnconstrainedOptimizationConstrainedNonlinearProgrammingMultiobjectiveprogrammingMinmaxproblemNonlinearequationssolvingLeastsquaresproblem第09章Matlab優(yōu)化工具箱ContentsWhatIstheOptimizati42WhatIstheOptimizationToolbox?TheOptimizationToolboxisacollectionoffunctionsthatextendthecapabilityoftheMATLAB?numericcomputingenvironment.Thetoolboxincludesroutinesformanytypesofoptimizationincluding:UnconstrainednonlinearminimizationConstrainednonlinearminimization,includinggoalattainmentproblems,minimaxproblems,andsemi-infiniteminimizationproblemsQuadraticandlinearprogrammingNonlinearleastsquaresandcurve-fittingNonlinearsystemofequationsolvingConstrainedlinearleastsquaresSparseandstructuredlarge-scaleproblems第09章Matlab優(yōu)化工具箱WhatIstheOptimizationToolb43Usefulfunctions(1)第09章Matlab優(yōu)化工具箱Usefulfunctions(1)第09章Matlab優(yōu)44Usefulfunctions(2)第09章Matlab優(yōu)化工具箱Usefulfunctions(2)第09章Matlab優(yōu)45Usefulfunctions(3)第09章Matlab優(yōu)化工具箱Usefulfunctions(3)第09章Matlab優(yōu)46LinearProgramming(1)第09章Matlab優(yōu)化工具箱LinearProgramming(1)第09章Matla47LinearProgramming(2)第09章Matlab優(yōu)化工具箱LinearProgramming(2)第09章Matla48BinaryIntegerProgramming(1)第09章Matlab優(yōu)化工具箱BinaryIntegerProgramming(1)第49BinaryIntegerProgramming(2)第09章Matlab優(yōu)化工具箱BinaryIntegerProgramming(2)第50QuadraticProgramming(1)第09章Matlab優(yōu)化工具箱QuadraticProgramming(1)第09章M51QuadraticProgramming(2)第09章Matlab優(yōu)化工具箱QuadraticProgramming(2)第09章M52QuadraticProgramming(3)第09章Matlab優(yōu)化工具箱QuadraticProgramming(3)第09章M53LinearSearch(1)第09章Matlab優(yōu)化工具箱LinearSearch(1)第09章Matlab優(yōu)化工具54LinearSearch(2)第09章Matlab優(yōu)化工具箱LinearSearch(2)第09章Matlab優(yōu)化工具55UnconstrainedOptimization(1)第09章Matlab優(yōu)化工具箱UnconstrainedOptimization(1)第56UnconstrainedOptimization(2)第09章Matlab優(yōu)化工具箱UnconstrainedOptimization(2)第57UnconstrainedOptimization(3)第09章Matlab優(yōu)化工具箱UnconstrainedOptimization(3)第58UnconstrainedOptimization(4)第09章Matlab優(yōu)化工具箱UnconstrainedOptimization(4)第59ConstrainedNonlinearProgramming(1)第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm60ConstrainedNonlinearProgramming(2)第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm61ConstrainedNonlinearProgramming(3)兩種求解方法：直接利用目標(biāo)函數(shù)與約束函數(shù)信息利用梯度信息第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm62ConstrainedNonlinearProgramming(4)第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm63ConstrainedNonlinearProgramming(5)第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm64ConstrainedNonlinearProgramming(6)第09章Matlab優(yōu)化工具箱ConstrainedNonlinearProgramm65Multiobjectiveprogramming(1)IdealPointmethodandweightedquadraticsummethodSolvingaleastsquareproblemwithfunction“l(fā)sqlin”or“l(fā)sqnonlin”WeightedlinearsummethodSolvingwithfunction“fgoalabtain”Min-maxmethodSolvingaminmaxproblemwithfunction“fminmax”第09章Matlab優(yōu)化工具箱Multiobjectiveprogramming(1)I66Multiobjectiveprogramming(2)第09章Matlab優(yōu)化工具箱Multiobjectiveprogramming(2)第67Multiobjectiveprogramming(3)第09章Matlab優(yōu)化工具箱Multiobjectiveprogramming(3)第68Multiobjectiveprogramming(4)Solveeachsingleobjectiveoptimizationproblemindividuallytogettheparameter“goal“;Solvethemultiobjectiveprogrammingproblembyusingfgoalabtain.第09章Matlab優(yōu)化工具箱Multiobjectivep